Opportunities and Challenges from Using Animal Videos in Reinforcement Learning for Navigation

Vittorio Giammarino, James Queeney, Lucas C. Carstensen +2

We investigate the use of animal videos (observations) to improve Reinforcement Learning (RL) efficiency and performance in navigation tasks with sparse rewards. Motivated by theor…